---
license: other
license_name: per-file
license_link: LICENSE.md
pretty_name: Open Scientific Code Registry (OSCR) scripts
tags:
- neuroscience
- research-software
- code
- reproducibility
configs:
- config_name: scripts
  data_files: blocks/*.parquet
---

# Open Scientific Code Registry (OSCR): the authors' scripts

The code published by the authors of open-access neuroscience papers, as found and
verified by Open Scientific Code Registry (OSCR). Each file is here exactly as it is at the source, at the verified
commit, **under the license of its repository**.

- **371,791 unique files** (3,370 MB of text) from **8,016 repositories**,
  in 21 Parquet block(s).
- **Only files whose repository's license allows redistribution**, confirmed by the
  repository's own license file (or, for an archive without one, by its record). Files
  without such a license are never copied here: Open Scientific Code Registry (OSCR) links to them at the source.
- No text of any paper.

## Layout

- `blocks/NNNNN.parquet`: one row per unique file (SHA-256 of its text):
  `sha256`, `language`, `size`, `lines`, `content`. zstd page compression, 64 rows per
  row group: a single file can be read with HTTP range requests (for example with
  hyparquet in a browser). A published block never changes; new files go into new
  blocks.
- `manifests/<xx>/<repository>.json`: per repository, its URL, commit and license, and
  for each file its path, digest, and the (block, row) holding its text.

## Licenses

Each file keeps the license of its repository, given in the repository's manifest
(`license`, `license_confirmed_by`). Repositories by license:

| license | repositories |
|---|---|
| MIT | 3283 |
| CC-BY-4.0 | 1840 |
| GPL-3.0 | 1191 |
| Apache-2.0 | 612 |
| BSD-3-Clause | 374 |
| CC0-1.0 | 133 |
| GPL-2.0 | 109 |
| BSD-2-Clause | 94 |
| AGPL-3.0 | 80 |
| CC-BY-NC-4.0 | 61 |
| CC-BY-NC-SA-4.0 | 51 |
| other-open | 50 |
| LGPL-3.0 | 29 |
| CC-BY-NC-ND-4.0 | 29 |
| CC-BY-SA-4.0 | 19 |
| LGPL-2.1 | 17 |
| MPL-2.0 | 16 |
| Artistic-2.0 | 11 |
| Unlicense | 5 |
| CECILL-2.1 | 5 |
| EUPL-1.2 | 4 |
| CC-BY-ND-4.0 | 3 |

Files under a non-commercial license (CC BY-NC…) may only be reused non-commercially.

## Takedown

An author who wants a file removed: open an issue at
https://github.com/NeuraCrypt/OSCR/issues.